{"id":"W3215136747","doi":"10.15353/jirr.v4.1709","title":"Distinguishing Between Suicidality and Mental Illness","year":2021,"lang":"en","type":"article","venue":"Journal of integrative research & reflection","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental illness; Phenomenon; Psychology; Indigenous; Perception; Variety (cybernetics); Mental health; Psychiatry; Epistemology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003689186,0.00009737402,0.0002648863,0.0001761228,0.0003863927,0.00007342721,0.0001235344,0.0001193417,0.0005159475],"category_scores_gemma":[0.005605719,0.00006589046,0.00009174373,0.0005638115,0.0002280744,0.0003080136,0.00004599432,0.001831923,0.0000194919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211954,"about_ca_system_score_gemma":0.0001914997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002165683,"about_ca_topic_score_gemma":0.0001160635,"domain_scores_codex":[0.9966155,0.001837477,0.0004192989,0.0002008979,0.0006585182,0.000268271],"domain_scores_gemma":[0.99707,0.001316359,0.0002455367,0.0001157248,0.0009956831,0.0002567479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00271698,0.002032929,0.08644425,0.0001916796,0.001412708,0.001184006,0.06499617,8.914982e-7,0.03402949,0.03520776,0.1590621,0.612721],"study_design_scores_gemma":[0.00182681,0.002667,0.05707261,0.0003831826,0.00008765516,0.000970304,0.06335813,0.00001062395,0.005294698,0.02642781,0.8415842,0.0003169925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200988,0.003921246,0.00568236,0.01041918,0.003983358,0.0001607159,0.000009519504,0.00001830888,0.1557065],"genre_scores_gemma":[0.9944852,0.0001714864,0.0005602377,0.00006000141,0.001080852,0.000003412213,0.000003306409,0.000009062461,0.003626418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6825221,"threshold_uncertainty_score":0.7958897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412957559319267,"score_gpt":0.5181212132396671,"score_spread":0.3768254573077404,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}